SOFIData Ecosystem
Virtualization and governance. Agile environments. No ETL. No complexity.
We replace legacy solutions with a modern stack, designed for the AI era and real-time data.
Native connectivity with your ecosystem
SOFI ECOSYSTEM
One Unified Architecture.
Two Powerful Platforms.
The Journey
Data Agility Workflow
From connection to governed delivery in 4 steps. No fragile pipelines, no silos, no waiting.
Connect your sources
Connect the SOFI engine to any origin: Legacy Databases, Cloud, APIs, or Files in minutes.
Inject Governance
AI-driven classification and masking rules applied at the engine level for physical copies or logical views.
Dual-Core Processing
The engine decides: project semantic layers (Virtualization) or clone integral blocks (SOFI Test Data).
Real-Time Delivery
Consume via SQL/API or provision integral thin-clone VDBs for agile environments.
Ecossistema Unificado
Everything you need, integrated
Enterprise-grade features designed to work together in a unified ecosystem, eliminating data silos and complexity.
Data Virtualization
Access data from any source without moving or copying. Virtual Databases with thin-clones and instant snapshots.
Compliance & Masking
Native LGPD and GDPR. 50+ masking rules, automatic PII detection across 27 categories, and complete audit trails.
AI-Powered Catalog
Semantic catalog with auto-classification, column-level lineage, and Natural Language Queries via LLM.
Design Studio
Visual drag-and-drop interface to create virtual views with JOINs, UNIONs, and direct data product publishing.
CDC & Replication
Real-time Change Data Capture via PostgreSQL WAL, MySQL binlog, Oracle LogMiner, and SQL Server CT.
Multi-Protocol Access
Consume data via REST API, OData v4, PostgreSQL Wire Protocol, SQL Console, or Natural Language.
Engineering Deep Dive
Dual-Core Architecture
Physical block management for Test Data and logical semantic abstraction for Virtualization. Two approaches, one single high-performance engine.
SOFI Test Data
Physical Block Management
Creation of full copies via VDBs (Virtual Databases) in seconds, without consuming additional storage.
SOFI Virtualization
Logical Abstraction Layer
Abstraction in Natural and Semantic Language. Consumption via API/SQL without moving or copying the original data.
FEATURES
What each platform offers
Explore in detail the features of each solution in the SOFI ecosystem.
SOFI Test Data
Test Data Management
- Virtual Databases (VDBs) with thin-clones Copy-on-Write
- Incremental snapshots with instant rollback
- Automated provisioning in < 30s for CI/CD
- State bookmarks for sharing between teams
- 50+ automated masking rules
- PII detection in 27 categories
- Native LGPD and GDPR compliance
- Audit trail with full operations logging
- Granular RBAC by VDB, schema, and table
- Real-time Change Data Capture (CDC)
- PostgreSQL WAL, MySQL binlog, Oracle LogMiner
- 12+ native database connectors
- REST API for automation and pipelines
- 99% storage reduction with Copy-on-Write
SOFI Virtualization
Data Virtualization & Governance
- Visual Design Studio with drag-and-drop
- Virtual views with JOINs, UNIONs, and transformations
- Query Federation across multiple sources
- Data Products published in the marketplace
- Semantic catalog with automated AI classification
- End-to-end column-level lineage
- Data Quality with real-time rules and alerts
- Automated PII and sensitive data detection
- Granular RBAC by view, table, and column
- 40+ native connectors (SQL, NoSQL, Cloud, SaaS)
- REST API with auto-generated endpoints
- OData v4 for Power BI and BI tools
- PostgreSQL Wire Protocol (any SQL client)
- Natural Language Queries (NLQ) with LLM
Access any platform and start
virtualizing your data in minutes
No credit card required. Choose your path and empower your data team today.
SOFI Test Data
SOFI Virtualization